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microsoft /CameraTraps

Star843

PyTorch Wildlife: a Collaborative Deep Learning Framework for Conservation.

machine-learning computer-vision pytorch conservation camera-traps wildlife megadetector pytorch-wildlife

UpdatedMar 19, 2025
Jupyter Notebook

susam /tucl

Star364

The first-ever paper on the Unix shell written by Ken Thompson in 1976 scanned, transcribed, and redistributed with permission

shell pdf unix paper conservation scanned-documents scanned-pages unix-shell

UpdatedDec 3, 2022
Makefile

VIAME /VIAME

Star299

Video and Image Analytics for Multiple Environments

open-source machine-learning computer-vision deep-learning image-annotation video-annotation image-processing artificial-intelligence conservation oceanography object-detection ecology annotation-framework video-search marine-biology video-analytics video-analysis

UpdatedMar 24, 2025
Python

microsoft /aerial_wildlife_detection

Star232

Tools for detecting wildlife in aerial images using active learning

conservation aerial-imagery active-learning wildlife aiforearth

UpdatedJul 25, 2024
Python

agentmorris /camera-trap-ml-survey

Star141

Everything I know about machine learning and camera traps.

conservation camera-traps wildlife cameratraps

UpdatedMar 9, 2025

agentmorris /MegaDetector

Star141

MegaDetector is an AI model that helps conservation folks spend less time doing boring things with camera trap images.

machine-learning computer-vision conservation ecology camera-traps wildlife megadetector cameratraps

UpdatedMar 23, 2025
Jupyter Notebook

PetervanLunteren /AddaxAI

Sponsor

Star132

Simplify camera trap image analysis with AI species recognition models based around the MegaDetector model

python windows macos linux machine-learning deploy conservation animals object-detection ecology annotation-tool classifier-model megadetector yolov5 cameratraps

UpdatedMar 23, 2025
Python

drivendataorg /zamba

Star127

A Python package for identifying 42 kinds of animals, training custom models, and estimating distance from camera trap videos and images

python cli machine-learning deep-learning neural-network gpu images pytorch conservation video-processing videos animals ecology camera-traps jungle chimps pytorch-lightning

UpdatedMar 23, 2025
Python

prioritizr /prioritizr

Star124

Systematic conservation prioritization in R

r optimization solver spatial conservation rstats biodiversity prioritization conservation-planner

UpdatedMar 5, 2025
R

ConservationInternational /trends.earth

Star113

trends.earth - measure land change

python climate earth toolbox conservation qgis-plugin remote-sensing trends gef land climate-change ldn sdgs sustainable-development-goals conservation-international unccd natural-climate-solutions land-degradation

UpdatedMar 24, 2025
Python

WildMeOrg /Wildbook

Star111

Wild Me's first product, Wildbook supports researchers by allowing collaboration across the globe and automation of photo ID matching

java cloud nonprofit tomcat conservation

UpdatedMar 22, 2025
Java

jeffreyevans /spatialEco

Star109

R package for spatial analysis and modelling of ecological systems

cran r vector raster spatial conservation r-package ecology biodiversity r-spatial

UpdatedMar 3, 2025
R

microsoft /SpeciesClassification

Star103

To gain access, please finish setting up this repository now at:https://repos.opensource.microsoft.com/microsoft/wizard?existingreponame=SpeciesClassification&existingrepoid=169153301

conservation wildlife aiforearth

UpdatedMay 1, 2023
Jupyter Notebook

OneZoom /OZtree

Star94

OneZoom Tree of Life Explorer

conservation biodiversity-informatics biodiversity

UpdatedJan 18, 2025
HTML

diegozea /MIToS.jl

Star78

A Julia package to analyze protein sequences, structures, and evolutionary information

bioinformatics biology proteins pdb protein-structure julia-language conservation mutual-information structural-bioinformatics protein-evolution pfam sifts multiple-sequence-alignment coevolution protein-sequence-analysis

UpdatedOct 23, 2024
Julia

wildflowai /platform

Star62

Model natural ecosystems 🌎🪸🐳

data ai ocean conservation biodiversity restoration

UpdatedJan 26, 2025
JavaScript

ropensci /rredlist

Star53

IUCN Red List API Client

r conservation api-wrapper rstats r-package biodiversity iucn-red-list iucn taxize

UpdatedFeb 4, 2025
R

petargyurov /megadetector-gui

Star44

A desktop application that makes using MegaDetector's model easier

electron python ai tensorflow svelte conservation object-detection camera-trap wildlife tech4good fomantic-ui ai4good megadetector

UpdatedSep 10, 2022
JavaScript

drostlab /myTAI

Star42

Evolutionary Transcriptomics with R

gene-sets r evolution gene-expression conservation transcriptome evolutionary-transcriptomics evo-devo studies-transcriptomes biological-processes mytai expression-profiles

UpdatedMar 10, 2025
R

linkagescape /linkage-mapper

Star41

ArcGIS tools to automate mapping and prioritization of wildlife habitat corridors

conservation habitat-connectivity wildlife-corridors

UpdatedJan 29, 2024
Python

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